As artificial intelligence (AI) thrives and propagates through modern life, a key question to ask is how to include humans in future AI? Despite human involvement at every stage of the production process from conception and design through to implementation, modern AI is still often criticized for its “black box” characteristics. Sometimes, we do not know what really goes on inside or how and why certain conclusions are met. Future AI will face many dilemmas and ethical issues unforeseen by their (...) creators beyond those commonly discussed (e.g., trolley problems and variants of it) and to which solutions cannot be hard-coded and are often still up for debate. Given the sensitivity of such social and ethical dilemmas and the implications of these for human society at large, when and if our AI make the “wrong” choice we need to understand how they got there in order to make corrections and prevent recurrences. This is particularly true in situations where human livelihoods are at stake (e.g., health, well-being, finance, law) or when major individual or household decisions are taken. Doing so requires opening up the “black box” of AI; especially as they act, interact, and adapt in a human world and how they interact with other AI in this world. In this article, we argue for the application of cognitive architectures for ethical AI. In particular, for their potential contributions to AI transparency, explainability, and accountability. We need to understand how our AI get to the solutions they do, and we should seek to do this on a deeper level in terms of the machine-equivalents of motivations, attitudes, values, and so on. The path to future AI is long and winding but it could arrive faster than we think. In order to harness the positive potential outcomes of AI for humans and society (and avoid the negatives), we need to understand AI more fully in the first place and we expect this will simultaneously contribute towards greater understanding of their human counterparts also. (shrink)

Attempts to understand visual attention have produced models based on location, in which attention selects particular regions of space, and models based on other visual attributes . Previous studies of inattentional blindness have contributed to our understanding of attention by suggesting that the detection of an unexpected object depends on the distance of that object from the spatial focus of attention. When the distance of a briefly flashed object from both fixation and the focus of attention is systematically varied, detection (...) appears to have a location-based component. However, the likelihood that people will detect an unexpected event in sustained and dynamic displays may depend on more than just spatial location. We investigated the influence of spatial location on inattentional blindness under precisely controlled, sustained and dynamic conditions. We found that although location-based models cannot fully account for the detection of unexpected objects, spatial location does play a role even when displays are visible for an extended period. (shrink)

An international team of ethicists refresh the debate about human enhancement by examining whether resistance to the use of technology to enhance our mental and physical capabilities can be supported by articulated philosophical reasoning, or explained away, e.g. in terms of psychological influences on moral reasoning.

With no precise boundaries, always on the move and too complex to be defined by space and time, is it possible to map the human subject? This book attempts to do just this, exploring the places of the subject in contemporary culture. The editors approach this subject from four main aspects--its construction, sexuality, limits and politics--using a wide ranging review of literature on subjectivity across the social and human sciences. The first part of the book establishes the idea that the (...) subject is constructed through detailed histories of the subject. The second part shows that sexuality cannot be assumed to be natural through the contributors' research on the place of sexuality in subjectivity and subjectivity in sexuality. The essays in the third part take issue with the idea of a singular, self-contained identity. Power relations and the effects of power are consistent themes throughout the book and the final section deals explicitly with relations of power, whether organized around gender, race, class or other kinds of difference. Contributors: Steve Pile, Nigel Thrift, Miles Ogborn, Carolyn Steedman, David Matless, David Sibley, David Bell, Julia Cream, Vic Seidler, Hester Parr, Chris Philo, Marcus Doel, Paul Rodaway, Nigel Rapport, Stephen Frosh, Valerie Walkerdine, Gillian Rose and Michael Keith. (shrink)

The development of the endogenous growth model rekindled interest in growth theory. In contrast to the neo-classical model, long-run endogenous growth emerged as an equilibrium outcome, reflecting the behaviour of optimizing agents in the economy. This book brings together a number of contributions in growth theory and macroeconomic dynamics, reflecting these developments and the ongoing debate over the relative merits of neo-classical and endogenous growth models. It focuses on the emergence of three important aspects: First, it develops growth models that (...) extend the underlying theory in different directions. Second, it addresses one of the concerns of the literature on growth and dynamics: the statistical properties of underlying data and the effort to ensure that growth models are consistent with empirical evidence. Third, it discusses the increasingly international focus of macrodynamics and growth theory, an inevitable consequence of the integration of the world economy. (shrink)

Neuromarketing is an emerging field in which academic and industry research scientists employ neuroscience techniques to study marketing practices and consumer behavior. The use of neuroscience techniques, it is argued, facilitates a more direct understanding of how brain states and other physiological mechanisms are related to consumer behavior and decision making. Herein, we will articulate common ethical concerns with neuromarketing as currently practiced, focusing on the potential risks to consumers and the ethical decisions faced by companies. We argue that the (...) most frequently raised concerns—threats to consumer autonomy, privacy, and control—do not rise to meaningful ethical issues given the current capabilities and implementation of neuromarketing research. But, we identify how potentially serious ethical issues may emerge from neuromarketing research practices in industry, which are largely proprietary and opaque. We identify steps that can mitigate associated ethical risks and thus reduce the threats to consumers. We conclude that neuromarketing has clear potential for positive impact on society and consumers, a fact rarely considered in the discussion on the ethics of neuromarketing. (shrink)

Are there circumstances under which scientists and engineers doing their ordinary jobs can be thought of as participants in a social movement? The technoscientists analyzed in this article are at the forefront of a new way of doing chemistry; they are attempting to redesign chemical products and synthesis pathways to significantly reduce health effects and environmental damage from industrial chemicals. Green chemistry practitioners and entrepreneurs now constitute a small minority of chemists and chemical engineers in the university, government, and corporate (...) sectors, but the innovators gradually are institutionalizing their efforts and winning converts. Drawing on concepts from social movement theory, the authors argue that examining green chemistry as a social movement sheds light on the intentional social organization of emerging scientific and engineering disciplines, advances thinking about the role of expertise in social change, and uncovers a possible pathway toward reconstructing chemical technologies on a more environmentally sustainable basis. The article closes with questions about potential coalitions among green chemists and engineers, regulators, and activist sectors of civil society. (shrink)

Hypnagogic and hypnopompic experiences (HHEs) accompanying sleep paralysis (SP) are often cited as sources of accounts of supernatural nocturnal assaults and paranormal experiences. Descriptions of such experiences are remarkably consistent across time and cultures and consistent also with known mechanisms of REM states. A three-factor structural model of HHEs based on their relations both to cultural narratives and REM neurophysiology is developed and tested with several large samples. One factor, labeled Intruder, consisting of sensed presence, fear, and auditory and visual (...) hallucinations, is conjectured to originate in a hypervigilant state initiated in the midbrain. Another factor, Incubus, comprising pressure on the chest, breathing difficulties, and pain, is attributed to effects of hyperpolarization of motoneurons on perceptions of respiration. These two factors have in common an implied alien ''other'' consistent with occult narratives identified in numerous contemporary and historical cultures. A third factor, labeled Unusual Bodily Experiences, consisting of floating/flying sensations, out-of-body experiences, and feelings of bliss, is related to physically impossible experiences generated by conflicts of endogenous and exogenous activation related to body position, orientation, and movement. Implications of this last factor for understanding of orientational primacy in self-consciousness are considered. Central features of the model developed here are consistent with recent work on hallucinations associated with hypnosis and schizophrenia. (shrink)

Researchers studying depression often encounter research participants in serious preexisting distress. Examining investigators' ethical responsibilities to these subjects, Stanton and New found that depression researchers reported actions that ranged from doing nothing to contacting both the distressed subject and a significant other. By experimentally manipulating consent form information regarding potential treatment referral, we examined whether subjects adjusted their responses on depression measures as a function of the level of follow-up they expected to receive. Results reveal that subjects who potentially (...) could receive the most intrusive intervention were less likely to report depressive symptoms than were subjects who anticipated less intrusive follow-up. Willingness to report depressive symptoms in particular conditions varied in part as a function of subject sex. Thus, ethical safeguards used in studies with subjects in preexisting distress may have consequences for the validity of self-report depression measures. (shrink)

This study examines events at the conclusion of the 2006 stock option backdating scandal: the departures of C-level executives from firms implicated in backdating. The authors ask whether removing executives brings closure to the scandal, or if executive turnover creates greater uncertainty. Using a sample of 236 executive departures, the authors find that although overall market reaction to executive departures is negative, those departures involving a firm’s CEO or CFO ameliorate the market reaction. The authors also find that market reaction (...) worsens when the CEO “resigns,” versus being terminated, and when the firm involved has been previously identified as socially responsible. Results suggest that firms, by shaping who and how executives depart, may amplify or dampen the damage of existing scandalizing events. (shrink)

Following Schelling (1960), coordination problems have mainly been considered in a context where agents can achieve a common goal (e.g., rendezvous) only by taking common actions. Dynamic versions of this problem have been studied by Crawford and Haller (1990), Ponssard (1994), and Kramarz (1996). This paper considers an alternative dynamic formulation in which the common goal (dispersion) can only be achieved by agents taking distinct actions. The goal of spatial dispersion has been studied in static models of habitat selection, location (...) or congestion games, and network analysis. Our results show how this goal can be achieved gradually, by indistinguishable non-communicating agents, in a dynamic setting. (shrink)

Since Darwin, the idea of psychological continuity between humans and other animals has dominated theory and research in investigating the minds of other species. Indeed, the field of comparative psychology was founded on two assumptions. First, it was assumed that introspection could provide humans with reliable knowledge about the causal connection between specific mental states and specific behaviors. Second, it was assumed that in those cases in which other species exhibited behaviors similar to our own, similar psychological causes were at (...) work. In this paper, we show how this argument by analogy is flawed with respect to the case of second‐order mental states. As a test case, we focus on the question of how other species conceive of visual attention, and in particular whether chimpanzees interpret seeing as a mentalistic event involving internal states of perception, attention, and belief. We conclude that chimpanzees do not reason about seeing in this manner, and indeed, there is considerable reason to suppose that they do not harbor representations of mental states in general. We propose a reinterpretation model in which the majority of the rich social behaviors that humans and other primates share in common emerged long before the human lineage evolved the psychological means of interpreting those behaviors in mentalistic terms. Although humans, chimpanzees, and most other species may be said to possess mental states, humans alone may have evolved a cognitive specialization for reasoning about such states. (shrink)

We examine market reactions to the stock options backdating scandal in a slightly unusual way, but focusing on firms who were not perceived to have had a backdating concern, but were instead linked to firms who did have a backdating concern. These linkages can be found via board interlocks and the roles those directors perform. In addition we examine the linkages which occur from shared professional services firms, such as auditors and outside legal counsel. That these potential conduits are available (...) is not in question, but rather, do investors perceive the conduits are used to pass along information about backdating stock options? We then ask if affiliation with dominant audit and legal services firms ameliorates or exacerbates those investor market reactions. We find that firms linked to the scandalized firms also face negative reactions, which are worsened when they also are serviced by professional services firms who are themselves are also linked to the managerial practice. (shrink)

MENDENHALL TJ, BERGE JM, HARPER P, GREENCROW B, LITTLEWALKER N, WHITEEAGLE S and BROWNOWL S. Nursing Inquiry 2010; 17: 359–372 The Family Education Diabetes Series (FEDS): community‐based participatory research with a midwestern American Indian communityIndigenous people around the globe tend to struggle with poorer health and well‐being than their non‐indigenous counterparts. One area that this is especially evident is in the epidemic of diabetes in North America’s American Indians (AIs) – who evidence higher prevalence rates and concomitant disease‐related complications than (...) any other racial/ethnic group. As researchers and AI communities work together to transcend conventional top‐down, service‐delivery approaches to care, community‐based participatory research is beginning to show promise as a way to partner contemporary biomedical knowledge with the lived‐experience, wisdom, and customs of Indigenous people. This study describes the Family Education Diabetes Series (FEDS) as an example of such effort, and highlights pilot findings assessing its value and impact across key diabetes‐relevant variables. Following 36 intervention participants across baseline, 3‐month, and 6‐month time periods, data show significant improvements in weight, blood pressure, and metabolic control (A1c). Strengths and limitations of this investigation are presented, along with suggestions about how to further advance and empirically test the work across other Indigenous communities. (shrink)

A wide range of biological processes, in all eukaryotes and in some prokaryotes, are controlled by rhythms with a period close to 24 hours. The circadian oscillator, which is responsible for generating these rhythms, is controlled by light signals that maintain its synchrony with the environmental day/night cycle. Higher plants exhibit many circadian rhythms, including rhythms in the transcription of specific genes. Molecular tools derived from such clock‐controlled genes have led to the identification of several circadian rhythm mutants in the (...) genetic model, Arabidopsis thaliana. The extensive understanding of photoperception in this species will make it a powerful system with which to investigate the light regulation of circadian rhythms. We compare Arabidopsis rhythms to the results from other systems, and discuss these data with respect to the current phototransduction models. (shrink)